Rijul Gupta

Founder and CEO of Deep Media
Deepfake Detection and Disinformation Security
Positronic brain

[Rijul Gupta @NotReallyRijul]

I fucking love AI

[Rijul Gupta @NotReallyRijul]

@elonmusk is one of the most Deepfaked people on the internet. Sometimes they can be harmless, but Deepfake misinformation like this could cause confusion and tank stock prices.

Shoutout to @reetuquero for the great report!

https://t.co/f5hYUIJeSX

[Rijul Gupta @NotReallyRijul]

@andimarafioti Fine tuning this on our GenAI image detection reasoning task, let me know if you want to see some outputs.

[Jason Crawford @jasoncrawford]

To try out DeepSeek R-1 recently, I did the laziest thing possible, which was to open up ChatGPT and pick out a few recent prompts.

I thought the answers were remarkably similar in both content and structure. Judge for yourself:

1. What was used for refrigerants before cfcs?

[Rijul Gupta @NotReallyRijul]

Deepfakes are fucking up biometric security systems. Biometric security in face uses embedding vectors to determine facial similarity, these same models are integrating into Deepfakes. Banks, passports, etc - nothing is safe anymore.
https://t.co/0pi9TKZYYQ

[Deep Media @DeepMedia_AI]

Not everything viral is real. The burnt Oscar statue photo, shared widely on Instagram, was flagged by our DeepID platform.

See how quickly fake visuals can gain traction—and why content verification is critical—in our latest report.

https://t.co/gOP2iQG2Cm

#DeepfakeDetection #AITrust

[Elon Musk @elonmusk]

My talk today at the Presidential Parade

[Lucas Beyer (bl16) @giffmana]

What makes CLIP work?
The contrast with negatives via softmax?
The more negatives, the better -> large batch-size?

We'll answer "no" to both in our ICCV oral🤓
By introducing SigLIP, a simpler CLIP that also works better and is more scalable, we can study the extremes.

Hop in🧶

[Andi Marafioti @andimarafioti]

I came up with a technique for dynamic token selection in Vision-Language Models.
Instead of wasting compute on every part of an image, this method adapts the number of tokens based on the complexity of each region.
Here’s an example of how it works: 👇

[Rijul Gupta @NotReallyRijul]

The “AI Girlfriend” where anybody but you has the logs is a marketing tool.

[Rijul Gupta @NotReallyRijul]

@vyronic_ This is a Deepfake using the Wav2Lip lip reanimation generator.

[Rijul Gupta @NotReallyRijul]

https://t.co/g2hEzQNbN7

Two of these can be linked to run a 405B model like llama 3.1 (quantized). Fuckin nuts.

[Rijul Gupta @NotReallyRijul]

Curious about @huggingface SMOLLM V2 models, going to give them a shot.

[Jace Ridley ☕ @JaceRidley]

Good morning. Was watching DS9 again. Specifically eps with the Defiant being awesome.

This fell out of my brain.
"Tough little ship." ;)

Hope you enjoy it.

#StarTrekDS9 #StarTrek #StarTrekLowerDecks #StarTrekSNW #StarTrekPicard

[Rijul Gupta @NotReallyRijul]

@City96p Is there a python inference script for running the GGUF quantized FLUX models?

[Andi Marafioti @andimarafioti]

SmolVLM running at 80 tok/sec on a 4-year old M1 is just incredible. The future is lit

[Rijul Gupta @NotReallyRijul]

@DeepMedia_AI @KyivPost Great analysis! Share this to stop the spread of misinformation.

[FedSlayer @FedSlayer]

BREAKING NEWS: How Schools Across America Are Struggling With AI Deepfakes: How Schools Across America Are Struggling With AI Deepfakes

Authored by Aaron Gifford via The Epoch Times (emphasis ours),

Gone are the days where the biggest concern is… https://t.co/Fb4Q7HFUtL

[Rijul Gupta @NotReallyRijul]

@FraudWatch89 Here are the results of our Deepfake Detection voice analysis. GenAI is changing the game for Disinformation Security.